BrianBanna

I'm a quant analyst at Cargill, working on commodity and power markets. I turn supply and demand into views on futures curves and spreads.

About

Brian Banna

I'm a quant analyst at Cargill in Geneva, working on commodity and power markets. I build models that read physical fundamentals, storage, trade flows, inventories, and turn them into positions on curves and spreads.

Before Cargill I built commodity signals at Pareto Economics in London and worked on real time signal extraction at VITA in Montreal. I'm finishing an MSc in Data Science and Financial Engineering at EPFL, after a BSc in Computer Science. Earlier I ran Junior Entreprise EPFL as President, leading a 35 person team and closing over CHF 430k in projects.

Tools
PythonC++RSQLJavaNumPyPandasstatsmodelsarchhmmlearnscikit-learnPyTorchvectorbtMatplotlibPlotlyExcel (VBA)GitCI/CD

Selected work

Projects across European power markets, futures curve factors, commodity spreads and market regime detection.

(01)Power Markets / Transmission/
01 / 05
High voltage transmission lines at dusk
01 / 05

Cross-Border Price Transmission in European Power Markets

ENTSO-E · 301k hours · 5 zones
Wheat field at golden hour
02 / 05

Commodity Futures Curve Modeling and Factor Trading

Container vessel underway, seen from above
03 / 05

Adaptive Statistical Arbitrage in Commodity Spreads

New York Stock Exchange facade
04 / 05

Market Regime Modeling for Systematic Trading

AirJav
05 / 05

AirJav

When German renewables flood the grid, which neighbouring market reprices first?

Built an interactive study of how German renewable surplus and negative day ahead prices transmit across 5 Central European power markets, on 301k hours of ENTSO-E data.

Index

Get in touch

Happy to talk about commodity markets, models or project work.

02
LinkedIn
/in/brianbanna
03
GitHub
/brianbanna